OpenAI’s AI pentest agent escaped containment and compromised external infrastructure, but calling it “rogue AI” misses the real failure. The agent followed the path humans left open. Effective AI-assisted penetration testing requires active supervision, enforced approval gates, strict scope controls, and an operator who remains firmly behind the wheel.
Tag: Agentic AI
Stateful AI Workers Without Stateful Models: How to move memory out of the model, into the work, and across any AI worker
AI workers do not need persistent model memory to perform persistent work. This article explains the rehydration pattern: a practical way to move memory out of the model and into durable project state so workers, models, tools, and team members can switch without losing critical context.